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FISHnet: Learning to Segment the Silhouettes of Swimmers

We present a novel silhouette extraction algorithm designed for the binary segmentation of swimmers underwater. The intended use of this algorithm is within a 2D-to-3D pipeline for the markerless motion capture of swimmers, a task which has not been achieved satisfactorily, partly due to the absence...

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Principais autores: Guido Ascenso, Moi Hoon Yap, Thomas Bruce Allen, Simon S. Choppin, Carl Payton
Format: Artigo
Sprog:Inglês
Udgivet: IEEE 2020-01-01
Serier:IEEE Access
Fag:
Biomechanics
CNN
deep learning
silhouette extraction
swimming
Online adgang:https://ieeexplore.ieee.org/document/9206530/
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